DocumentCode :
2326594
Title :
A power flow method suitable for solving OPF problems using genetic algorithms
Author :
Todorovski, Mirko ; RajiCiC, Dragoslav
Author_Institution :
Energy, Informatics & Mater. Res. Center, Macedonian Acad. of Sci. & Arts, Skopje, Macedonia
Volume :
2
fYear :
2003
fDate :
22-24 Sept. 2003
Firstpage :
215
Abstract :
This paper presents a new power flow method tailored for genetic algorithms application in solving optimal power flow problems. Generating units, the only controllable elements for which four variables are associated, were given special attention, since they influence to great extent both speed and robustness of any power flow method. In this paper, the standard procedure in which one sets the generator-bus active power output and voltage magnitude has been replaced by an innovative approach where generator-bus voltage magnitude and voltage angle are scheduled. The method relies on the bus admittance matrix, which due to applied bus ordering in layers has block tridiagonal sparse structure. A new technique for Gaussian elimination and back-substitution for such matrices has been developed. The results from five test systems have shown superiority in both time and robustness of the proposed method over the well-known fast decoupled power flow method.
Keywords :
electric admittance; genetic algorithms; mathematical programming; matrix algebra; power distribution; Gaussian elimination; back-substitution; block tridiagonal sparse structure; bus admittance matrix; bus ordering; generator-bus active power output; generator-bus modeling; generator-bus voltage magnitude; genetic algorithms; genetic algorithms application; load flow analysis; network layers; optimal power flow problems; power flow method; robustness; sparce matrices; speed; voltage angle; voltage magnitude; Admittance; Art; Genetic algorithms; Load flow; Mathematical programming; Power generation; Power system management; Power system planning; Sparse matrices; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
EUROCON 2003. Computer as a Tool. The IEEE Region 8
Print_ISBN :
0-7803-7763-X
Type :
conf
DOI :
10.1109/EURCON.2003.1248186
Filename :
1248186
Link To Document :
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